config: conf/tuning/train_gst+xvector_conformer_fastspeech2.yaml print_config: false log_level: INFO dry_run: false iterator_type: sequence output_dir: exp/tts_finetune_fastpeech2_g2pw ngpu: 1 seed: 0 num_workers: 1 num_att_plot: 3 dist_backend: nccl dist_init_method: env:// dist_world_size: null dist_rank: null local_rank: 0 dist_master_addr: null dist_master_port: null dist_launcher: null multiprocessing_distributed: false unused_parameters: false sharded_ddp: false cudnn_enabled: true cudnn_benchmark: false cudnn_deterministic: true collect_stats: false write_collected_feats: false max_epoch: 100 patience: null val_scheduler_criterion: - valid - loss early_stopping_criterion: - valid - loss - min best_model_criterion: - - valid - loss - min - - train - loss - min keep_nbest_models: 5 nbest_averaging_interval: 0 grad_clip: 1.0 grad_clip_type: 2.0 grad_noise: false accum_grad: 1 no_forward_run: false resume: true train_dtype: float32 use_amp: false log_interval: null use_matplotlib: true use_tensorboard: true create_graph_in_tensorboard: false use_wandb: false wandb_project: null wandb_id: null wandb_entity: null wandb_name: null wandb_model_log_interval: -1 detect_anomaly: false pretrain_path: null init_param: - ../../aishell3/tts1/exp/tts_train_gst+xvector_conformer_fastspeech2_raw_phn_pypinyin_g2p_phone/train.loss.ave_5best.pth:tts:tts ignore_init_mismatch: false freeze_param: [] num_iters_per_epoch: null batch_size: 50 valid_batch_size: null batch_bins: 1000000 valid_batch_bins: null train_shape_file: - exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/stats_phn/train/text_shape.phn - exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/stats_phn/train/speech_shape valid_shape_file: - exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/stats_phn/valid/text_shape.phn - exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/stats_phn/valid/speech_shape batch_type: sorted valid_batch_type: null fold_length: - 150 - 240000 sort_in_batch: descending sort_batch: descending multiple_iterator: false chunk_length: 500 chunk_shift_ratio: 0.5 num_cache_chunks: 1024 train_data_path_and_name_and_type: - - dump/raw/train_no_dev_test_phn/text - text - text - - exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/decode_use_teacher_forcingtrue_train.loss.ave//train_no_dev_test_phn/durations - durations - text_int - - dump/raw/train_no_dev_test_phn/wav.scp - speech - sound - - exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/stats_phn/train/collect_feats/pitch.scp - pitch - npy - - exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/stats_phn/train/collect_feats/energy.scp - energy - npy - - dump/xvector/train_no_dev_test_phn/xvector.scp - spembs - kaldi_ark valid_data_path_and_name_and_type: - - dump/raw/dev_phn/text - text - text - - exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/decode_use_teacher_forcingtrue_train.loss.ave//dev_phn/durations - durations - text_int - - dump/raw/dev_phn/wav.scp - speech - sound - - exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/stats_phn/valid/collect_feats/pitch.scp - pitch - npy - - exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/stats_phn/valid/collect_feats/energy.scp - energy - npy - - dump/xvector/dev_phn/xvector.scp - spembs - kaldi_ark allow_variable_data_keys: false max_cache_size: 0.0 max_cache_fd: 32 valid_max_cache_size: null optim: adam optim_conf: lr: 1.0 scheduler: noamlr scheduler_conf: model_size: 384 warmup_steps: 2000 token_list: - - - d - sh - j - i4 - zh - l - x - e - b - g - i1 - h - q - m - t - i2 - u4 - z - ch - i3 - f - s - n - iou3 - r - ian4 - ong1 - uei4 - e4 - en2 - ai4 - k - ing2 - a1 - uo3 - u3 - ao4 - p - an1 - eng2 - e2 - in1 - c - ai2 - an4 - ian2 - u2 - ang4 - ian1 - ai3 - ing1 - ao3 - uo4 - ian3 - ing4 - ü4 - ang1 - u1 - iao4 - eng1 - iou4 - a4 - üan2 - ie4 - ou4 - er4 - en1 - ong2 - e1 - an3 - ei4 - uo2 - ou3 - ang2 - iang4 - ou1 - ang3 - an2 - eng4 - ong4 - uan4 - a3 - ia4 - ia1 - iao1 - iang1 - iou2 - uo1 - ei3 - iao3 - in4 - e3 - ü3 - iang3 - uei2 - en3 - uan1 - ie3 - ao1 - ai1 - üe4 - ü2 - ing3 - en4 - uei1 - er2 - uan3 - ü1 - in3 - en - üe2 - ie2 - ei2 - ua4 - uan2 - in2 - a2 - ie1 - iang2 - ou2 - ong3 - uang3 - eng3 - uen1 - uai4 - ün4 - uang4 - uei3 - uen2 - uen4 - i - iong4 - v3 - iao2 - üan4 - uang1 - ei1 - o2 - iou1 - uang2 - a - ao2 - o1 - ua2 - uen3 - ua1 - v4 - üan3 - ün1 - üe1 - ün2 - o4 - er3 - iong3 - üan1 - ia3 - ia2 - iong1 - üe3 - ve4 - iong2 - uai2 - er - ua3 - uai1 - ou - ün3 - uai3 - ia - uo - o3 - v2 - ueng1 - o - ei - ua - io1 - odim: null model_conf: {} use_preprocessor: true token_type: phn bpemodel: null non_linguistic_symbols: null cleaner: null g2p: null feats_extract: fbank feats_extract_conf: n_fft: 2048 hop_length: 300 win_length: 1200 fs: 24000 fmin: 80 fmax: 7600 n_mels: 80 normalize: global_mvn normalize_conf: stats_file: exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/stats_phn/train/feats_stats.npz tts: fastspeech2 tts_conf: adim: 384 aheads: 2 elayers: 4 eunits: 1536 dlayers: 4 dunits: 1536 positionwise_layer_type: conv1d positionwise_conv_kernel_size: 3 duration_predictor_layers: 2 duration_predictor_chans: 256 duration_predictor_kernel_size: 3 postnet_layers: 5 postnet_filts: 5 postnet_chans: 256 use_masking: true encoder_normalize_before: true decoder_normalize_before: true reduction_factor: 1 encoder_type: conformer decoder_type: conformer conformer_pos_enc_layer_type: rel_pos conformer_self_attn_layer_type: rel_selfattn conformer_activation_type: swish use_macaron_style_in_conformer: true use_cnn_in_conformer: true conformer_enc_kernel_size: 7 conformer_dec_kernel_size: 31 init_type: xavier_uniform transformer_enc_dropout_rate: 0.2 transformer_enc_positional_dropout_rate: 0.2 transformer_enc_attn_dropout_rate: 0.2 transformer_dec_dropout_rate: 0.2 transformer_dec_positional_dropout_rate: 0.2 transformer_dec_attn_dropout_rate: 0.2 pitch_predictor_layers: 5 pitch_predictor_chans: 256 pitch_predictor_kernel_size: 5 pitch_predictor_dropout: 0.5 pitch_embed_kernel_size: 1 pitch_embed_dropout: 0.0 stop_gradient_from_pitch_predictor: true energy_predictor_layers: 2 energy_predictor_chans: 256 energy_predictor_kernel_size: 3 energy_predictor_dropout: 0.5 energy_embed_kernel_size: 1 energy_embed_dropout: 0.0 stop_gradient_from_energy_predictor: false spk_embed_dim: 512 spk_embed_integration_type: add use_gst: true gst_heads: 4 gst_tokens: 16 pitch_extract: dio pitch_extract_conf: fs: 24000 n_fft: 2048 hop_length: 300 f0max: 400 f0min: 80 reduction_factor: 1 pitch_normalize: global_mvn pitch_normalize_conf: stats_file: exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/stats_phn/train/pitch_stats.npz energy_extract: energy energy_extract_conf: fs: 24000 n_fft: 2048 hop_length: 300 win_length: 1200 reduction_factor: 1 energy_normalize: global_mvn energy_normalize_conf: stats_file: exp/tts_finetune_tacotron2_raw_phn_chatbot_own_model/stats_phn/train/energy_stats.npz required: - output_dir - token_list version: '202211' distributed: false